Fountain Valley, California Dec 11, 2025 (Issuewire.com) - Healthelic Inc. today announced the advancement of M2, its physician-grade medical reasoning model specifically engineered to streamline the most time-consuming, error-prone, and cognitively demanding tasks physicians face in modern healthcare. Designed by a team of expert physicians and top ex-Google and ex-Amazon AI engineers under the leadership of Dr. David M. Truong, a veteran gastroenterologist, clinical investigator, and Assistant Clinical Professor of Medicine at UC Irvine, M2 integrates real-time reasoning, evidence-based guidance, and workflow optimization into a single clinical AI system.
Unlike general-purpose AI tools, M2 was developed to replicate the decision-making patterns of practicing clinicians, prioritizing safety, accuracy, and contextual understanding. The model is intended to assist physicians at every stage of their medical careers, from trainees encountering high cognitive load to seasoned specialists managing complex caseloads and administrative pressures.
The Physician Burden: A System-Level Efficiency Crisis
Across the U.S. healthcare system, physicians consistently identify administrative overload, documentation pressure, diagnostic fatigue, and guideline updates as major contributors to burnout and medical error.
The AMA, ACGME, and multiple peer-reviewed studies reinforce the same pattern:
For Dr. Truong, who has practiced for more than three decades and trained across multiple academic medical centers, these pressures are not theoreticalthey are daily realities.
The burden on physicians has reached a breaking point, says Dr. Truong. If we want safer, more efficient care, we must reduce the loadnot increase it.
The development of M2 is Healthelics direct response to this system-wide need.
Why a Physician-Led AI Model Matters
Most AI platforms in healthcare are built by technologists who rely on medical advisors but do not practice medicine themselves. This gap results in:
Healthelic was founded to solve exactly this problem.
Dr. Truongs dual background uniquely positions him to build a clinically grounded model:
This rare combination enables M2 to bridge two worlds:
those who deliver care and those who build the technology supporting it.
What M2 Actually Does: Operational Impact on Physician Workflows
Designed as a 24/7 clinical co-pilot, M2 automates and standardizes clinically essential tasks while preserving the physicians final judgement.
M2 assists with:
Key differentiators:
Unlike general AI tools that act as text generators, M2 functions like a medical colleagueconversational, contextual, and clinically literate. It asks clarifying questions, cross-checks data against evidence, and tailors responses to individual physician styles.
How M2 is Here for Physicians in All Stages of Their Career
1. Training Physicians: Reducing Cognitive Load
For trainees, M2 acts as a supplemental educator and safety net, enabling faster skill acquisition without compromising patient care.
2. Early-Career Physicians: Strengthening Clinical Decision-Making
This stage often includes the steepest learning curve; M2 helps physicians stabilize their workflow and build confidence.
3. Mid-Career Specialists: Reducing Diagnostic & Administrative Fatigue
For physicians balancing high-volume schedules, M2 significantly reduces cognitive and administrative strain.
4. Senior Physicians: Extending Clinical Longevity
M2 enables experienced physicians to continue practicing safely and efficiently even as the healthcare landscape evolves.
Clinical Safety & Evidence Alignment
Healthelics medical team, composed of physicians and ex-Amazon/ex-Google machine-learning engineers, designed M2 with a strict clinical safety architecture:
M2 is built to support physiciansnot override them.
Market Need & System-Level Impact
Healthcare systems are shifting toward value-based care, which requires:
M2 directly impacts each of these areas by:
The model is designed for:
Its flexibility makes it suitable for both small practices and system-scale deployment.
A Physician-Led Vision fo AI in Healthcare
As medicine becomes more complex, physicians need supportnot more pressure, says Dr. Truong.
Healthelics mission is simple: give physicians time back, improve accuracy, and create a safer, more efficient healthcare ecosystem.
About Healthelic
Healthelic Inc. is a medical AI company focused on building physician-grade reasoning models that reduce administrative burden, enhance diagnostic accuracy, and improve safety. Its flagship model, M2, is designed to operate as a 24/7 clinical co-pilot for physicians across all specialties. Healthelics product development team includes experienced physicians and leading machine-learning engineers from Amazon and Google.
About Dr. David M. Truong
David M. Truong, MD, is a board-certified gastroenterologist, clinical research investigator, medical AI founder, and Assistant Clinical Professor of Medicine at the University of California, Irvine. With over 37 years of clinical practice, he has led multi-phase FDA clinical trials, contributed to national healthcare policy, and treated diverse patient populations across California.
A Summa Cum Laude graduate of USC and an MD graduate of UC Davis, followed by an internal medicine internship at UCLA and a gastroenterology and hepatology fellowship at Tufts University, Dr. Truong brings a hybrid background in medicine, research, technology, and leadership across three continents and multiple medical systems.
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Source :Agreed Technologies
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